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Documents Knowledge Transfer via Multiple Model Local Structure Mapping Jing Gao Wei Fan Jing JiangJiawei Han....

Slide 1Knowledge Transfer via Multiple Model Local Structure Mapping Jing Gao Wei Fan Jing JiangJiawei Han University of Illinois at Urbana-Champaign IBM T. J. Watson Research…

Documents Automatic photo quality assessment Taming subjective problems with hand-coded metrics.

Slide 1Automatic photo quality assessment Taming subjective problems with hand-coded metrics Slide 2 How do you measure a subjective quality quantitatively and objectively?…

Documents Learning to Generalize for Complex Selection Tasks Alan Ritter University of Washington Sumit Basu.....

Slide 1Learning to Generalize for Complex Selection Tasks Alan Ritter University of Washington Sumit Basu Microsoft Research research.microsoft.com/~sumitb/smartselection…

Documents December 2011 NIPS Adaptation Workshop With thanks to: Collaborators: Ming-Wei Chang, Michael...

Slide 1December 2011 NIPS Adaptation Workshop With thanks to: Collaborators: Ming-Wei Chang, Michael Connor, Gourab Kundu, Alla Rozovskaya Funding: NSF, MIAS-DHS, NIH, DARPA,…

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1. 6 Bayesian Classification (AutoClass): Theory and Results Peter Cheeseman RIACS John Stutz NASA Abstract We describe AutoClass, an approach to unsupervised classi cation…

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1. Last part: datasets and object collections 2. Databases for object localization Databases for object recognition On-line annotation tools The next tables summarize some…

Technology Large Scale Deep Learning Jeff Dean

Joint work with many colleagues at Google Large Scale Deep Learning Jeff Dean How Can We Build More Intelligent Computer Systems? Need to perceive and understand the world…

Documents GCM-MotionDetection(2014)

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE JULY 2014 Structured Time Series Analysis for Human Action Segmentation and Recognition ´ Dian Gong, Gerard Medioni, Fellow,…

Documents Chap 6 Learning-march 9 2010

3/29/2010 6. Learning and VC-dimension 1 6 Learning and VC-dimension 6.1 Learning Learning algorithms are general purpose tools that solve problems often without detailed…